Shitong Shao

61 papers A* 8B 1C 1Journal 46Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Alignment of Diffusion Models: Fundamentals, Challenges, and Future.
ACM Comput. Surv.
Buhua Liu, Shitong Shao, Bao Li, Lichen Bai, Zhiqiang Xu, Haoyi Xiong, James T. Kwok, Sumi Helal, Zeke Xie
2026 J jnl
CRAFT: Aligning Diffusion Models with Fine-Tuning Is Easier Than You Think.
CoRR
Zening Sun, Zhengpeng Xie, Lichen Bai, Shitong Shao, Shuo Yang, Zeke Xie
2026 J jnl
FastLightGen: Fast and Light Video Generation with Fewer Steps and Parameters.
CoRR
Shitong Shao, Yufei Gu, Zeke Xie
2026 J jnl
Guidance Matters: Rethinking the Evaluation Pitfall for Text-to-Image Generation.
CoRR
Dian Xie, Shitong Shao, Lichen Bai, Zikai Zhou, Bojun Chen, Shuo Yang, Jun Wu, Zeke Xie
2026 J jnl
Late-to-Early Training: LET LLMs Learn Earlier, So Faster and Better.
CoRR
Ji Zhao, Yufei Gu, Shitong Shao, Xun Zhou, Liang Xiang, Zeke Xie
2026 J jnl
Optimizing Few-Step Generation with Adaptive Matching Distillation.
CoRR
Lichen Bai, Zikai Zhou, Shitong Shao, Wenliang Zhong, Shuo Yang, Shuo Chen, Bojun Chen, Zeke Xie
2026 J jnl
PISA: Piecewise Sparse Attention Is Wiser for Efficient Diffusion Transformers.
CoRR
Haopeng Li, Shitong Shao, Wenliang Zhong, Zikai Zhou, Lichen Bai, Hui Xiong, Zeke Xie
2026 J jnl
Reflective Flow Sampling Enhancement.
CoRR
Zikai Zhou, Muyao Wang, Shitong Shao, Lichen Bai, Haoyi Xiong, Bo Han, Zeke Xie
2025 J jnl
CoRe
CoRR
Shitong Shao, Zikai Zhou, Dian Xie, Yuetong Fang, Tian Ye, Lichen Bai, Zeke Xie
2025 A* conf
DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation.
CVPR
Zhiqiang Shen, Ammar Sherif, Zeyuan Yin, Shitong Shao
2025 J jnl
Diffusion Dataset Condensation: Training Your Diffusion Model Faster with Less Data.
CoRR
Rui Huang, Shitong Shao, Zikai Zhou, Pukun Zhao, Hangyu Guo, Tian Ye, Lichen Bai, Shuo Yang, Zeke Xie
2025 J jnl
Distillation-Based Domain Generalization for Cross-Dataset EEG-Based Emotion Recognition.
IEEE Trans. Emerg. Top. Comput. Intell.
Wei Li, Siyi Wang, Shitong Shao, Kaizhu Huang
2025 A* conf
IV-mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis.
ICLR
Shitong Shao, Zikai Zhou, Bai Lichen, Haoyi Xiong, Zeke Xie
2025 J jnl
LAST: LeArning to Think in Space and Time for Generalist Vision-Language Models.
CoRR
Shuai Wang, Daoan Zhang, Tianyi Bai, Shitong Shao, Jiebo Luo, Jiaheng Wei
2025 J jnl
MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis.
CoRR
Shitong Shao, Hongwei Yi, Hanzhong Guo, Tian Ye, Daquan Zhou, Michael Lingelbach, Zhiqiang Xu, Zeke Xie
2025 J jnl
MagicInfinite: Generating Infinite Talking Videos with Your Words and Voice.
CoRR
Hongwei Yi, Tian Ye, Shitong Shao, Xuancheng Yang, Jiantong Zhao, Hanzhong Guo, Terrance Wang, Qingyu Yin, Zeke Xie, Lei Zhu, Wei Li, Michael Lingelbach, Daquan Zhou
2025 J jnl
OD3: Optimization-free Dataset Distillation for Object Detection.
CoRR
Salwa K. Al Khatib, Ahmed Elhagry, Shitong Shao, Zhiqiang Shen
2025 J jnl
PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework.
CoRR
Sixiang Chen, Jianyu Lai, Jialin Gao, Tian Ye, Haoyu Chen, Hengyu Shi, Shitong Shao, Yunlong Lin, Song Fei, Zhaohu Xing, Yeying Jin, Junfeng Luo, Xiaoming Wei, Lei Zhu
2025 J jnl
Prompt-Enhanced: Leveraging language representation for prompt continual learning.
Neural Networks
Wei Li, Dezhi Li, Shitong Shao, Kaizhu Huang, Zhen Lei
2025 J jnl
Spiking Spatiotemporal Neural Architecture Search for EEG-Based Emotion Recognition.
IEEE Trans. Instrum. Meas.
Wei Li, Zhihao Zhu, Shitong Shao, Yao Lu, Aiguo Song
2025 — conf
USMID: A Unimodal Speaker-Level Membership Inference Detector for Contrastive Pretraining.
ICASSP Workshops
Ruoxi Cheng, Yizhong Ding, Shuirong Cao, Shitong Shao, Zhiqiang Wang
2025 A* conf
Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection.
ICLR
Lichen Bai, Shitong Shao, Zikai Zhou, Zipeng Qi, Zhiqiang Xu, Haoyi Xiong, Zeke Xie
2024 J jnl
2D-SNet: A Lightweight Network for Person Re-Identification on the Small Data Regime.
IEEE Trans. Biom. Behav. Identity Sci.
Wei Li, Shitong Shao, Ziming Qiu, Zhihao Zhu, Aiguo Song
2024 J jnl
A Unimodal Speaker-Level Membership Inference Detector for Contrastive Pretraining.
CoRR
Ruoxi Cheng, Yizhong Ding, Shuirong Cao, Shitong Shao, Zhiqiang Wang
2024 J jnl
Alignment of Diffusion Models: Fundamentals, Challenges, and Future.
CoRR
Buhua Liu, Shitong Shao, Bao Li, Lichen Bai, Zhiqiang Xu, Haoyi Xiong, James Kwok, Sumi Helal, Zeke Xie
2024 J jnl
Attention-Based Intrinsic Reward Mixing Network for Credit Assignment in Multiagent Reinforcement Learning.
IEEE Trans. Games
Wei Li, Weiyan Liu, Shitong Shao, Shiyi Huang, Aiguo Song
2024 — conf
Auto-DAS: Automated Proxy Discovery for Training-Free Distillation-Aware Architecture Search.
ECCV (5)
Haosen Sun, Lujun Li, Peijie Dong, Zimian Wei, Shitong Shao
2024 J jnl
Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer.
CoRR
Shitong Shao, Zikai Zhou, Tian Ye, Lichen Bai, Zhiqiang Xu, Zeke Xie
2024 J jnl
DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation.
CoRR
Zhiqiang Shen, Ammar Sherif, Zeyuan Yin, Shitong Shao
2024 A* conf
Diffusion Models are Certifiably Robust Classifiers.
NeurIPS
Huanran Chen, Yinpeng Dong, Shitong Shao, Zhongkai Hao, Xiao Yang, Hang Su, Jun Zhu
2024 A* conf
Elucidating the Design Space of Dataset Condensation.
NeurIPS
Shitong Shao, Zikai Zhou, Huanran Chen, Zhiqiang Shen
2024 J jnl
Elucidating the Design Space of Dataset Condensation.
CoRR
Shitong Shao, Zikai Zhou, Huanran Chen, Zhiqiang Shen
2024 J jnl
Generalized Contrastive Partial Label Learning for Cross-Subject EEG-Based Emotion Recognition.
IEEE Trans. Instrum. Meas.
Wei Li, Lingmin Fan, Shitong Shao, Aiguo Song
2024 A* conf
Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching.
CVPR
Shitong Shao, Zeyuan Yin, Muxin Zhou, Xindong Zhang, Zhiqiang Shen
2024 J jnl
Golden Noise for Diffusion Models: A Learning Framework.
CoRR
Zikai Zhou, Shitong Shao, Lichen Bai, Zhiqiang Xu, Bo Han, Zeke Xie
2024 J jnl
IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis.
CoRR
Shitong Shao, Zikai Zhou, Lichen Bai, Haoyi Xiong, Zeke Xie
2024 J jnl
MDDP: Making Decisions From Different Perspectives in Multiagent Reinforcement Learning.
IEEE Trans. Games
Wei Li, Ziming Qiu, Shitong Shao, Aiguo Song
2024 J jnl
Multi-perspective analysis on data augmentation in knowledge distillation.
Neurocomputing
Wei Li, Shitong Shao, Ziming Qiu, Aiguo Song
2024 J jnl
PELE scores: pelvic X-ray landmark detection with pelvis extraction and enhancement.
Int. J. Comput. Assist. Radiol. Surg.
Zhen Huang, Han Li, Shitong Shao, Heqin Zhu, Huijie Hu, Zhiwei Cheng, Jianji Wang, S. Kevin Zhou
2024 J jnl
Precise Knowledge Transfer via Flow Matching.
CoRR
Shitong Shao, Zhiqiang Shen, Linrui Gong, Huanran Chen, Xu Dai
2024 A* conf
Rethinking Centered Kernel Alignment in Knowledge Distillation.
IJCAI
Zikai Zhou, Yunhang Shen, Shitong Shao, Linrui Gong, Shaohui Lin
2024 J jnl
Rethinking Centered Kernel Alignment in Knowledge Distillation.
CoRR
Zikai Zhou, Yunhang Shen, Shitong Shao, Huanran Chen, Linrui Gong, Shaohui Lin
2024 J jnl
Self-supervised Dataset Distillation: A Good Compression Is All You Need.
CoRR
Muxin Zhou, Zeyuan Yin, Shitong Shao, Zhiqiang Shen
2024 J jnl
Your Diffusion Model is Secretly a Certifiably Robust Classifier.
CoRR
Huanran Chen, Yinpeng Dong, Shitong Shao, Zhongkai Hao, Xiao Yang, Hang Su, Jun Zhu
2024 J jnl
Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection.
CoRR
Lichen Bai, Shitong Shao, Zikai Zhou, Zipeng Qi, Zhiqiang Xu, Haoyi Xiong, Zeke Xie
2023 J jnl
A Bi-Stream hybrid model with MLPBlocks and self-attention mechanism for EEG-based emotion recognition.
Biomed. Signal Process. Control.
Wei Li, Ye Tian, Bowen Hou, Jianzhang Dong, Shitong Shao, Aiguo Song
2023 J jnl
AIIR-MIX: Multi-Agent Reinforcement Learning Meets Attention Individual Intrinsic Reward Mixing Network.
CoRR
Wei Li, Weiyan Liu, Shitong Shao, Shiyi Huang
2023 J jnl
Black-box Source-free Domain Adaptation via Two-stage Knowledge Distillation.
CoRR
Shuai Wang, Daoan Zhang, Zipei Yan, Shitong Shao, Rui Li
2023 J jnl
Catch-Up Distillation: You Only Need to Train Once for Accelerating Sampling.
CoRR
Shitong Shao, Xu Dai, Shouyi Yin, Lujun Li, Huanran Chen, Yang Hu
2023 J jnl
DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models.
CoRR
Shitong Shao, Xiaohan Yuan, Zhen Huang, Ziming Qiu, Shuai Wang, S. Kevin Zhou
2023 J jnl
Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching.
CoRR
Shitong Shao, Zeyuan Yin, Muxin Zhou, Xindong Zhang, Zhiqiang Shen
2023 J jnl
Hybrid knowledge distillation from intermediate layers for efficient Single Image Super-Resolution.
Neurocomputing
Jiao Xie, Linrui Gong, Shitong Shao, Shaohui Lin, Linkai Luo
2023 J jnl
MS-FRAN: A Novel Multi-Source Domain Adaptation Method for EEG-Based Emotion Recognition.
IEEE J. Biomed. Health Informatics
Wei Li, Wei Huan, Shitong Shao, Bowen Hou, Aiguo Song
2023 B conf
Spatial-Temporal Constraint Learning for Cross-Subject EEG-Based Emotion Recognition.
IJCNN
Wei Li, Bowen Hou, Shitong Shao, Wei Huan, Ye Tian
2023 A* conf
Teaching What You Should Teach: A Data-Based Distillation Method.
IJCAI
Shitong Shao, Huanran Chen, Zhen Huang, Linrui Gong, Shuai Wang, Xinxiao Wu
2022 C conf
AIIR-MIX: Multi-Agent Reinforcement Learning Meets Attention Individual Intrinsic Reward Mixing Network.
ACML
Wei Li, Weiyan Liu, Shitong Shao, Shiyi Huang
2022 — conf
BiSMSM: A Hybrid MLP-Based Model of Global Self-Attention Processes for EEG-Based Emotion Recognition.
ICANN (1)
Wei Li, Ye Tian, Bowen Hou, Jianzhang Dong, Shitong Shao
2022 — conf
Bootstrap Generalization Ability from Loss Landscape Perspective.
ECCV Workshops (6)
Huanran Chen, Shitong Shao, Ziyi Wang, Zirui Shang, Jin Chen, Xiaofeng Ji, Xinxiao Wu
2022 J jnl
Bootstrap Generalization Ability from Loss Landscape Perspective.
CoRR
Huanran Chen, Shitong Shao, Ziyi Wang, Zirui Shang, Jin Chen, Xiaofeng Ji, Xinxiao Wu
2022 J jnl
Learning What You Should Learn.
CoRR
Shitong Shao, Huanran Chen, Zhen Huang, Linrui Gong, Shuai Wang, Xinxiao Wu
2022 — conf
What Role Does Data Augmentation Play in Knowledge Distillation?
ACCV (2)
Wei Li, Shitong Shao, Weiyan Liu, Ziming Qiu, Zhihao Zhu, Wei Huan